{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "dd355202",
   "metadata": {},
   "outputs": [],
   "source": [
    "urls=['https://oss.open-digger.cn/github/pytorch/pytorch/openrank.json',\n",
    "    'https://oss.open-digger.cn/github/vllm-project/vllm/openrank.json',\n",
    "    'https://oss.open-digger.cn/github/huggingface/transformers/openrank.json',\n",
    "    'https://oss.open-digger.cn/github/sgl-project/sglang/openrank.json',\n",
    "    'https://oss.open-digger.cn/github/ray-project/ray/openrank.json',\n",
    "    ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f866c802",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import json\n",
    "import matplotlib.pyplot as plt\n",
    "from datetime import datetime, timedelta\n",
    "\n",
    "\n",
    "\n",
    "# 生成目标月份列表（从2024-09到2025-08）\n",
    "def generate_target_months():\n",
    "    start_date = datetime(2024, 9, 1)\n",
    "    end_date = datetime(2025, 8, 1)\n",
    "    \n",
    "    current_date = start_date\n",
    "    months = []\n",
    "    \n",
    "    while current_date <= end_date:\n",
    "        months.append(current_date.strftime(\"%Y-%m\"))\n",
    "        # 移动到下个月\n",
    "        if current_date.month == 12:\n",
    "            current_date = datetime(current_date.year + 1, 1, 1)\n",
    "        else:\n",
    "            current_date = datetime(current_date.year, current_date.month + 1, 1)\n",
    "    \n",
    "    return months\n",
    "\n",
    "target_months = generate_target_months()\n",
    "\n",
    "# 下载并处理每个URL的数据\n",
    "all_data_lists = []\n",
    "\n",
    "for url in urls:\n",
    "    try:\n",
    "        # 下载JSON数据\n",
    "        response = requests.get(url)\n",
    "        response.raise_for_status()  # 检查请求是否成功\n",
    "        data = response.json()\n",
    "        \n",
    "        # 提取目标月份的数据\n",
    "        monthly_data = []\n",
    "        for month in target_months:\n",
    "            # 假设JSON数据是一个字典，键是月份标签，值是对应的数据\n",
    "            # 如果数据结构不同，需要调整这部分代码\n",
    "            value = data.get(month, 0)  # 如果月份不存在，默认为0\n",
    "            monthly_data.append(value)\n",
    "        \n",
    "        all_data_lists.append(monthly_data)\n",
    "        \n",
    "    except requests.exceptions.RequestException as e:\n",
    "        print(f\"下载 {url} 时出错: {e}\")\n",
    "        # 如果下载失败，用None填充数据\n",
    "        all_data_lists.append([None] * len(target_months))\n",
    "    except json.JSONDecodeError as e:\n",
    "        print(f\"解析 {url} 的JSON时出错: {e}\")\n",
    "        all_data_lists.append([None] * len(target_months))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d66a84c1",
   "metadata": {},
   "outputs": [],
   "source": [
    "labels=['PyTorch','vLLM','Transformers','SGLang','Ray']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "dbb2c870",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# 绘制折线图\n",
    "plt.figure(figsize=(12, 6))\n",
    "\n",
    "for i, data_list in enumerate(all_data_lists):\n",
    "    # 处理可能的None值（下载失败的情况）\n",
    "    processed_data = [0 if x is None else x for x in data_list]\n",
    "    plt.plot(target_months, processed_data, marker='o', label=labels[i])\n",
    "    \n",
    "# 设置支持中文的字体\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']  # 使用黑体\n",
    "plt.rcParams['axes.unicode_minus'] = False  # 解决负号显示问题\n",
    "\n",
    "plt.title('OpenRank影响力前五名的项目2024-09至2025-08月度变化趋势')\n",
    "plt.xlabel('月份')\n",
    "plt.ylabel('OpenRank影响力')\n",
    "plt.xticks(rotation=45)  # 旋转x轴标签以便更好地显示\n",
    "plt.grid(True)\n",
    "plt.legend()\n",
    "plt.tight_layout()  # 自动调整子图参数，防止标签被截断\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
